Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 34515 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.7 MiB |
| Average record size in memory | 112.0 B |
Variable types
| NUM | 12 |
|---|---|
| CAT | 1 |
| BOOL | 1 |
Reproduction
| Analysis started | 2020-04-09 14:42:30.652261 |
|---|---|
| Analysis finished | 2020-04-09 14:43:04.277508 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
OP090_SnapRingFinalStroke_value is highly skewed (γ1 = -30.81300976) | Skewed |
OP070_V_1_angle_value
Real number (ℝ≥0)
| Distinct count | 831 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 159.9069216 |
|---|---|
| Minimum | 101.8 |
| Maximum | 198.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 269.8 KiB |
Quantile statistics
| Minimum | 101.8 |
|---|---|
| 5-th percentile | 136.9 |
| Q1 | 148.7 |
| median | 158 |
| Q3 | 169.3 |
| 95-th percentile | 190.5 |
| Maximum | 198.3 |
| Range | 96.5 |
| Interquartile range (IQR) | 20.6 |
Descriptive statistics
| Standard deviation | 15.66265006 |
|---|---|
| Coefficient of variation (CV) | 0.09794854343 |
| Kurtosis | -0.05294312835 |
| Mean | 159.9069216 |
| Median Absolute Deviation (MAD) | 12.45666105 |
| Skewness | 0.34688046 |
| Sum | 5519187.4 |
| Variance | 245.3186068 |
| Value | Count | Frequency (%) | |
| 197.8 | 201 | 0.6% | |
| 197.9 | 180 | 0.5% | |
| 156 | 172 | 0.5% | |
| 157.1 | 168 | 0.5% | |
| 156.1 | 163 | 0.5% | |
| 197.7 | 163 | 0.5% | |
| 156.3 | 162 | 0.5% | |
| 157.2 | 153 | 0.4% | |
| 158 | 146 | 0.4% | |
| 197.5 | 146 | 0.4% | |
| Other values (821) | 32861 | 95.2% |
| Value | Count | Frequency (%) | |
| 101.8 | 1 | < 0.1% | |
| 101.9 | 1 | < 0.1% | |
| 103.6 | 1 | < 0.1% | |
| 104.1 | 1 | < 0.1% | |
| 105.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 198.3 | 1 | < 0.1% | |
| 198.2 | 5 | < 0.1% | |
| 198.1 | 27 | 0.1% | |
| 198 | 60 | 0.2% | |
| 197.9 | 180 | 0.5% |
OP090_SnapRingPeakForce_value
Real number (ℝ≥0)
| Distinct count | 5194 |
|---|---|
| Unique (%) | 15.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 156.9150546 |
|---|---|
| Minimum | 0 |
| Maximum | 196.92 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Memory size | 269.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 139.17 |
| Q1 | 149.21 |
| median | 156.18 |
| Q3 | 164.38 |
| 95-th percentile | 176.54 |
| Maximum | 196.92 |
| Range | 196.92 |
| Interquartile range (IQR) | 15.17 |
Descriptive statistics
| Standard deviation | 11.27149193 |
|---|---|
| Coefficient of variation (CV) | 0.07183180708 |
| Kurtosis | 2.780879222 |
| Mean | 156.9150546 |
| Median Absolute Deviation (MAD) | 9.006533329 |
| Skewness | -0.02371162148 |
| Sum | 5415923.11 |
| Variance | 127.0465303 |
| Value | Count | Frequency (%) | |
| 151.44 | 27 | 0.1% | |
| 157.45 | 24 | 0.1% | |
| 151.51 | 23 | 0.1% | |
| 158.45 | 23 | 0.1% | |
| 155.81 | 22 | 0.1% | |
| 157.22 | 22 | 0.1% | |
| 152.06 | 22 | 0.1% | |
| 154.64 | 22 | 0.1% | |
| 156.32 | 22 | 0.1% | |
| 155.65 | 22 | 0.1% | |
| Other values (5184) | 34286 | 99.3% |
| Value | Count | Frequency (%) | |
| 0 | 3 | < 0.1% | |
| 126.23 | 1 | < 0.1% | |
| 126.44 | 1 | < 0.1% | |
| 126.52 | 1 | < 0.1% | |
| 127 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 196.92 | 1 | < 0.1% | |
| 194.12 | 1 | < 0.1% | |
| 192.35 | 1 | < 0.1% | |
| 192.27 | 1 | < 0.1% | |
| 191.47 | 1 | < 0.1% |
OP070_V_2_angle_value
Real number (ℝ≥0)
| Distinct count | 840 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 159.6182355 |
|---|---|
| Minimum | 82 |
| Maximum | 198.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 269.8 KiB |
Quantile statistics
| Minimum | 82 |
|---|---|
| 5-th percentile | 136.8 |
| Q1 | 149.4 |
| median | 158.7 |
| Q3 | 168.9 |
| 95-th percentile | 187.5 |
| Maximum | 198.1 |
| Range | 116.1 |
| Interquartile range (IQR) | 19.5 |
Descriptive statistics
| Standard deviation | 15.09149018 |
|---|---|
| Coefficient of variation (CV) | 0.09454740638 |
| Kurtosis | 0.06563960211 |
| Mean | 159.6182355 |
| Median Absolute Deviation (MAD) | 11.92356803 |
| Skewness | 0.2881636018 |
| Sum | 5509223.4 |
| Variance | 227.7530759 |
| Value | Count | Frequency (%) | |
| 197.5 | 213 | 0.6% | |
| 197.4 | 162 | 0.5% | |
| 149.7 | 138 | 0.4% | |
| 159.9 | 137 | 0.4% | |
| 159.2 | 136 | 0.4% | |
| 156.7 | 133 | 0.4% | |
| 160.1 | 132 | 0.4% | |
| 159.4 | 132 | 0.4% | |
| 152 | 131 | 0.4% | |
| 157.2 | 130 | 0.4% | |
| Other values (830) | 33071 | 95.8% |
| Value | Count | Frequency (%) | |
| 82 | 1 | < 0.1% | |
| 91 | 1 | < 0.1% | |
| 92.1 | 1 | < 0.1% | |
| 95.9 | 1 | < 0.1% | |
| 98.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 198.1 | 2 | < 0.1% | |
| 198 | 1 | < 0.1% | |
| 197.9 | 23 | 0.1% | |
| 197.8 | 72 | 0.2% | |
| 197.7 | 101 | 0.3% |
OP120_Rodage_I_mesure_value
Real number (ℝ≥0)
| Distinct count | 2100 |
|---|---|
| Unique (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 113.3502216 |
|---|---|
| Minimum | 99.99 |
| Maximum | 177.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 269.8 KiB |
Quantile statistics
| Minimum | 99.99 |
|---|---|
| 5-th percentile | 108.08 |
| Q1 | 111.04 |
| median | 113.16 |
| Q3 | 115.38 |
| 95-th percentile | 119.07 |
| Maximum | 177.95 |
| Range | 77.96 |
| Interquartile range (IQR) | 4.34 |
Descriptive statistics
| Standard deviation | 3.528522498 |
|---|---|
| Coefficient of variation (CV) | 0.03112938331 |
| Kurtosis | 9.608240857 |
| Mean | 113.3502216 |
| Median Absolute Deviation (MAD) | 2.66894333 |
| Skewness | 1.135016478 |
| Sum | 3912282.9 |
| Variance | 12.45047102 |
| Value | Count | Frequency (%) | |
| 113.25 | 101 | 0.3% | |
| 112.58 | 96 | 0.3% | |
| 113.15 | 89 | 0.3% | |
| 113.72 | 88 | 0.3% | |
| 114.1 | 87 | 0.3% | |
| 112.4 | 85 | 0.2% | |
| 113.43 | 84 | 0.2% | |
| 112.02 | 84 | 0.2% | |
| 112.77 | 83 | 0.2% | |
| 112.49 | 82 | 0.2% | |
| Other values (2090) | 33636 | 97.5% |
| Value | Count | Frequency (%) | |
| 99.99 | 1 | < 0.1% | |
| 100.22 | 1 | < 0.1% | |
| 100.58 | 1 | < 0.1% | |
| 100.69 | 1 | < 0.1% | |
| 101.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 177.95 | 1 | < 0.1% | |
| 166.04 | 1 | < 0.1% | |
| 165.14 | 1 | < 0.1% | |
| 153.88 | 1 | < 0.1% | |
| 153.77 | 1 | < 0.1% |
| Distinct count | 56 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.97019006 |
|---|---|
| Minimum | 0 |
| Maximum | 12.19 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Memory size | 269.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 11.76 |
| Q1 | 11.85 |
| median | 12.04 |
| Q3 | 12.08 |
| 95-th percentile | 12.12 |
| Maximum | 12.19 |
| Range | 12.19 |
| Interquartile range (IQR) | 0.23 |
Descriptive statistics
| Standard deviation | 0.1698730777 |
|---|---|
| Coefficient of variation (CV) | 0.0141913434 |
| Kurtosis | 2144.662265 |
| Mean | 11.97019006 |
| Median Absolute Deviation (MAD) | 0.1195710342 |
| Skewness | -30.81300976 |
| Sum | 413151.11 |
| Variance | 0.02885686253 |
| Value | Count | Frequency (%) | |
| 12.06 | 2959 | 8.6% | |
| 12.09 | 2328 | 6.7% | |
| 12.07 | 2111 | 6.1% | |
| 12.08 | 1962 | 5.7% | |
| 11.82 | 1946 | 5.6% | |
| 12.12 | 1768 | 5.1% | |
| 11.83 | 1733 | 5.0% | |
| 11.89 | 1555 | 4.5% | |
| 12.05 | 1488 | 4.3% | |
| 11.9 | 1483 | 4.3% | |
| Other values (46) | 15182 | 44.0% |
| Value | Count | Frequency (%) | |
| 0 | 3 | < 0.1% | |
| 9.43 | 1 | < 0.1% | |
| 9.51 | 1 | < 0.1% | |
| 9.85 | 1 | < 0.1% | |
| 10.21 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 12.19 | 1 | < 0.1% | |
| 12.18 | 1 | < 0.1% | |
| 12.15 | 3 | < 0.1% | |
| 12.14 | 192 | 0.6% | |
| 12.13 | 1164 | 3.4% |
OP110_Vissage_M8_torque_value
Real number (ℝ≥0)
| Distinct count | 48 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.25678546 |
|---|---|
| Minimum | 12.03 |
| Maximum | 12.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 269.8 KiB |
Quantile statistics
| Minimum | 12.03 |
|---|---|
| 5-th percentile | 12.16 |
| Q1 | 12.21 |
| median | 12.26 |
| Q3 | 12.3 |
| 95-th percentile | 12.37 |
| Maximum | 12.5 |
| Range | 0.47 |
| Interquartile range (IQR) | 0.09 |
Descriptive statistics
| Standard deviation | 0.06531904182 |
|---|---|
| Coefficient of variation (CV) | 0.005329214748 |
| Kurtosis | -0.05172288253 |
| Mean | 12.25678546 |
| Median Absolute Deviation (MAD) | 0.0521144333 |
| Skewness | 0.2106130491 |
| Sum | 423042.95 |
| Variance | 0.004266577224 |
| Value | Count | Frequency (%) | |
| 12.26 | 2275 | 6.6% | |
| 12.25 | 2188 | 6.3% | |
| 12.24 | 2098 | 6.1% | |
| 12.23 | 2062 | 6.0% | |
| 12.27 | 2049 | 5.9% | |
| 12.28 | 1961 | 5.7% | |
| 12.21 | 1959 | 5.7% | |
| 12.29 | 1881 | 5.4% | |
| 12.2 | 1656 | 4.8% | |
| 12.3 | 1618 | 4.7% | |
| Other values (38) | 14768 | 42.8% |
| Value | Count | Frequency (%) | |
| 12.03 | 1 | < 0.1% | |
| 12.04 | 2 | < 0.1% | |
| 12.05 | 6 | < 0.1% | |
| 12.06 | 15 | < 0.1% | |
| 12.07 | 24 | 0.1% |
| Value | Count | Frequency (%) | |
| 12.5 | 3 | < 0.1% | |
| 12.49 | 7 | < 0.1% | |
| 12.48 | 9 | < 0.1% | |
| 12.47 | 27 | 0.1% | |
| 12.46 | 33 | 0.1% |
OP100_Capuchon_insertion_mesure
Real number (ℝ≥0)
| Distinct count | 18646 |
|---|---|
| Unique (%) | 54.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3775975896 |
|---|---|
| Minimum | 0.24 |
| Maximum | 0.4768942903 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 269.8 KiB |
Quantile statistics
| Minimum | 0.24 |
|---|---|
| 5-th percentile | 0.3591165802 |
| Q1 | 0.3658655119 |
| median | 0.3705755752 |
| Q3 | 0.39 |
| 95-th percentile | 0.41 |
| Maximum | 0.4768942903 |
| Range | 0.2368942903 |
| Interquartile range (IQR) | 0.02413448814 |
Descriptive statistics
| Standard deviation | 0.01985952647 |
|---|---|
| Coefficient of variation (CV) | 0.05259442067 |
| Kurtosis | 2.023568981 |
| Mean | 0.3775975896 |
| Median Absolute Deviation (MAD) | 0.0156295699 |
| Skewness | -0.1738953064 |
| Sum | 13032.7808 |
| Variance | 0.0003944007916 |
| Value | Count | Frequency (%) | |
| 0.41 | 5275 | 15.3% | |
| 0.39 | 2599 | 7.5% | |
| 0.38 | 2121 | 6.1% | |
| 0.4 | 2045 | 5.9% | |
| 0.37 | 1386 | 4.0% | |
| 0.36 | 864 | 2.5% | |
| 0.35 | 544 | 1.6% | |
| 0.34 | 320 | 0.9% | |
| 0.33 | 180 | 0.5% | |
| 0.42 | 142 | 0.4% | |
| Other values (18636) | 19039 | 55.2% |
| Value | Count | Frequency (%) | |
| 0.24 | 3 | < 0.1% | |
| 0.25 | 2 | < 0.1% | |
| 0.26 | 4 | < 0.1% | |
| 0.27 | 15 | < 0.1% | |
| 0.28 | 33 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.4768942903 | 1 | < 0.1% | |
| 0.4648527374 | 1 | < 0.1% | |
| 0.4648248445 | 1 | < 0.1% | |
| 0.4645078487 | 1 | < 0.1% | |
| 0.4566338067 | 1 | < 0.1% |
OP120_Rodage_U_mesure_value
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 269.8 KiB |
| 11.97 | |
|---|---|
| 11.98 | 3518 |
| 11.99 | 14 |
| Value | Count | Frequency (%) | |
| 11.97 | 30983 | 89.8% | |
| 11.98 | 3518 | 10.2% | |
| 11.99 | 14 | < 0.1% |
Length
| Max length | 5 |
|---|---|
| Mean length | 5 |
| Min length | 5 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 80.0% | |
| Other_Punctuation | 1 | 20.0% |
| Value | Count | Frequency (%) | |
| Common | 5 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 5 | 100.0% |
OP070_V_1_torque_value
Real number (ℝ≥0)
| Distinct count | 70 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.548403303 |
|---|---|
| Minimum | 5.67 |
| Maximum | 6.67 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 269.8 KiB |
Quantile statistics
| Minimum | 5.67 |
|---|---|
| 5-th percentile | 6.4 |
| Q1 | 6.41 |
| median | 6.61 |
| Q3 | 6.62 |
| 95-th percentile | 6.63 |
| Maximum | 6.67 |
| Range | 1 |
| Interquartile range (IQR) | 0.21 |
Descriptive statistics
| Standard deviation | 0.09760154744 |
|---|---|
| Coefficient of variation (CV) | 0.01490463292 |
| Kurtosis | -0.04126731333 |
| Mean | 6.548403303 |
| Median Absolute Deviation (MAD) | 0.08851629449 |
| Skewness | -0.9828334373 |
| Sum | 226018.14 |
| Variance | 0.009526062062 |
| Value | Count | Frequency (%) | |
| 6.61 | 8445 | 24.5% | |
| 6.62 | 7987 | 23.1% | |
| 6.41 | 5992 | 17.4% | |
| 6.6 | 4987 | 14.4% | |
| 6.4 | 2554 | 7.4% | |
| 6.63 | 1305 | 3.8% | |
| 6.42 | 1147 | 3.3% | |
| 6.64 | 604 | 1.7% | |
| 6.43 | 371 | 1.1% | |
| 6.44 | 195 | 0.6% | |
| Other values (60) | 928 | 2.7% |
| Value | Count | Frequency (%) | |
| 5.67 | 1 | < 0.1% | |
| 5.69 | 1 | < 0.1% | |
| 5.84 | 1 | < 0.1% | |
| 5.86 | 1 | < 0.1% | |
| 5.94 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6.67 | 1 | < 0.1% | |
| 6.66 | 7 | < 0.1% | |
| 6.65 | 112 | 0.3% | |
| 6.64 | 604 | 1.7% | |
| 6.63 | 1305 | 3.8% |
OP090_StartLinePeakForce_value
Real number (ℝ≥0)
| Distinct count | 1515 |
|---|---|
| Unique (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.63015153 |
|---|---|
| Minimum | 0 |
| Maximum | 43.41 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Memory size | 269.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 18.56 |
| Q1 | 22.28 |
| median | 23.88 |
| Q3 | 25.29 |
| 95-th percentile | 27.27 |
| Maximum | 43.41 |
| Range | 43.41 |
| Interquartile range (IQR) | 3.01 |
Descriptive statistics
| Standard deviation | 2.546341319 |
|---|---|
| Coefficient of variation (CV) | 0.107758146 |
| Kurtosis | 1.657558059 |
| Mean | 23.63015153 |
| Median Absolute Deviation (MAD) | 1.948445984 |
| Skewness | -0.365815035 |
| Sum | 815594.68 |
| Variance | 6.483854114 |
| Value | Count | Frequency (%) | |
| 24.35 | 87 | 0.3% | |
| 24.83 | 86 | 0.2% | |
| 24.59 | 83 | 0.2% | |
| 23.92 | 79 | 0.2% | |
| 24.45 | 78 | 0.2% | |
| 24.22 | 78 | 0.2% | |
| 24.2 | 78 | 0.2% | |
| 24.66 | 77 | 0.2% | |
| 24.21 | 76 | 0.2% | |
| 23.8 | 76 | 0.2% | |
| Other values (1505) | 33717 | 97.7% |
| Value | Count | Frequency (%) | |
| 0 | 3 | < 0.1% | |
| 14.7 | 1 | < 0.1% | |
| 14.81 | 1 | < 0.1% | |
| 14.87 | 1 | < 0.1% | |
| 15.06 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 43.41 | 1 | < 0.1% | |
| 43.08 | 1 | < 0.1% | |
| 42.76 | 1 | < 0.1% | |
| 42.18 | 1 | < 0.1% | |
| 41.78 | 1 | < 0.1% |
OP110_Vissage_M8_angle_value
Real number (ℝ≥0)
| Distinct count | 522 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.8783978 |
|---|---|
| Minimum | 6.3 |
| Maximum | 84.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 269.8 KiB |
Quantile statistics
| Minimum | 6.3 |
|---|---|
| 5-th percentile | 10.5 |
| Q1 | 13.5 |
| median | 16.4 |
| Q3 | 20.2 |
| 95-th percentile | 31.1 |
| Maximum | 84.6 |
| Range | 78.3 |
| Interquartile range (IQR) | 6.7 |
Descriptive statistics
| Standard deviation | 6.78507905 |
|---|---|
| Coefficient of variation (CV) | 0.3795127017 |
| Kurtosis | 7.119012881 |
| Mean | 17.8783978 |
| Median Absolute Deviation (MAD) | 4.751904521 |
| Skewness | 2.103031188 |
| Sum | 617072.9 |
| Variance | 46.03729772 |
| Value | Count | Frequency (%) | |
| 15.3 | 357 | 1.0% | |
| 14 | 339 | 1.0% | |
| 14.9 | 338 | 1.0% | |
| 14.5 | 338 | 1.0% | |
| 14.4 | 338 | 1.0% | |
| 15.5 | 327 | 0.9% | |
| 13.5 | 327 | 0.9% | |
| 16.2 | 326 | 0.9% | |
| 16 | 316 | 0.9% | |
| 15.1 | 314 | 0.9% | |
| Other values (512) | 31195 | 90.4% |
| Value | Count | Frequency (%) | |
| 6.3 | 2 | < 0.1% | |
| 6.4 | 2 | < 0.1% | |
| 6.5 | 1 | < 0.1% | |
| 6.6 | 1 | < 0.1% | |
| 6.7 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 84.6 | 1 | < 0.1% | |
| 82.2 | 1 | < 0.1% | |
| 73.4 | 1 | < 0.1% | |
| 72.8 | 1 | < 0.1% | |
| 70.9 | 2 | < 0.1% |
OP090_SnapRingMidPointForce_val
Real number (ℝ≥0)
| Distinct count | 3580 |
|---|---|
| Unique (%) | 10.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.70097784 |
|---|---|
| Minimum | 0 |
| Maximum | 127.3 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Memory size | 269.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 83.2 |
| Q1 | 94.31 |
| median | 98.5 |
| Q3 | 102.23 |
| 95-th percentile | 107.26 |
| Maximum | 127.3 |
| Range | 127.3 |
| Interquartile range (IQR) | 7.92 |
Descriptive statistics
| Standard deviation | 6.837713527 |
|---|---|
| Coefficient of variation (CV) | 0.06998613196 |
| Kurtosis | 4.075200128 |
| Mean | 97.70097784 |
| Median Absolute Deviation (MAD) | 5.200439309 |
| Skewness | -0.8653505896 |
| Sum | 3372149.25 |
| Variance | 46.75432628 |
| Value | Count | Frequency (%) | |
| 100.84 | 39 | 0.1% | |
| 99.2 | 38 | 0.1% | |
| 101.08 | 38 | 0.1% | |
| 97.89 | 37 | 0.1% | |
| 98.87 | 36 | 0.1% | |
| 97.34 | 36 | 0.1% | |
| 99.69 | 35 | 0.1% | |
| 99.38 | 35 | 0.1% | |
| 103.06 | 35 | 0.1% | |
| 98.4 | 35 | 0.1% | |
| Other values (3570) | 34151 | 98.9% |
| Value | Count | Frequency (%) | |
| 0 | 3 | < 0.1% | |
| 75.1 | 1 | < 0.1% | |
| 75.4 | 1 | < 0.1% | |
| 75.45 | 1 | < 0.1% | |
| 75.59 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 127.3 | 1 | < 0.1% | |
| 126.31 | 1 | < 0.1% | |
| 125.6 | 1 | < 0.1% | |
| 124.89 | 1 | < 0.1% | |
| 121.96 | 1 | < 0.1% |
OP070_V_2_torque_value
Real number (ℝ≥0)
| Distinct count | 64 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.550867449 |
|---|---|
| Minimum | 5.74 |
| Maximum | 6.67 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 269.8 KiB |
Quantile statistics
| Minimum | 5.74 |
|---|---|
| 5-th percentile | 6.4 |
| Q1 | 6.42 |
| median | 6.61 |
| Q3 | 6.61 |
| 95-th percentile | 6.63 |
| Maximum | 6.67 |
| Range | 0.93 |
| Interquartile range (IQR) | 0.19 |
Descriptive statistics
| Standard deviation | 0.09481420005 |
|---|---|
| Coefficient of variation (CV) | 0.01447353359 |
| Kurtosis | -0.4159252146 |
| Mean | 6.550867449 |
| Median Absolute Deviation (MAD) | 0.08596043237 |
| Skewness | -0.9406701829 |
| Sum | 226103.19 |
| Variance | 0.008989732531 |
| Value | Count | Frequency (%) | |
| 6.61 | 11265 | 32.6% | |
| 6.41 | 5160 | 15.0% | |
| 6.6 | 4731 | 13.7% | |
| 6.62 | 3813 | 11.0% | |
| 6.63 | 3102 | 9.0% | |
| 6.4 | 2132 | 6.2% | |
| 6.42 | 1643 | 4.8% | |
| 6.43 | 680 | 2.0% | |
| 6.44 | 583 | 1.7% | |
| 6.64 | 550 | 1.6% | |
| Other values (54) | 856 | 2.5% |
| Value | Count | Frequency (%) | |
| 5.74 | 1 | < 0.1% | |
| 5.85 | 2 | < 0.1% | |
| 5.88 | 2 | < 0.1% | |
| 6.02 | 1 | < 0.1% | |
| 6.03 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6.67 | 5 | < 0.1% | |
| 6.66 | 84 | 0.2% | |
| 6.65 | 135 | 0.4% | |
| 6.64 | 550 | 1.6% | |
| 6.63 | 3102 | 9.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| OP070_V_1_angle_value | OP090_SnapRingPeakForce_value | OP070_V_2_angle_value | OP120_Rodage_I_mesure_value | OP090_SnapRingFinalStroke_value | OP110_Vissage_M8_torque_value | OP100_Capuchon_insertion_mesure | OP120_Rodage_U_mesure_value | OP070_V_1_torque_value | OP090_StartLinePeakForce_value | OP110_Vissage_M8_angle_value | OP090_SnapRingMidPointForce_val | OP070_V_2_torque_value | Binar OP130_Resultat_Global_v | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 180.4 | 190.51 | 173.1 | 113.64 | 12.04 | 12.16 | 0.373146 | 11.97 | 6.62 | 26.37 | 18.8 | 109.62 | 6.60 | 0.0 |
| 1 | 138.7 | 147.70 | 163.5 | 109.77 | 12.12 | 12.19 | 0.390000 | 11.97 | 6.41 | 21.03 | 18.5 | 105.48 | 6.40 | 0.0 |
| 2 | 180.9 | 150.87 | 181.2 | 109.79 | 11.86 | 12.24 | 0.370676 | 11.97 | 6.62 | 25.81 | 17.5 | 100.03 | 6.61 | 0.0 |
| 3 | 173.5 | 159.56 | 151.8 | 113.25 | 11.82 | 12.35 | 0.390000 | 11.97 | 6.62 | 24.62 | 15.6 | 104.94 | 6.61 | 0.0 |
| 4 | 174.5 | 172.29 | 177.5 | 112.88 | 12.07 | 12.19 | 0.368966 | 11.97 | 6.62 | 29.22 | 33.6 | 99.19 | 6.61 | 0.0 |
| 5 | 158.7 | 165.79 | 178.4 | 112.09 | 11.88 | 12.15 | 0.366014 | 11.97 | 6.62 | 25.99 | 22.3 | 97.13 | 6.63 | 0.0 |
| 6 | 158.8 | 153.91 | 152.5 | 111.25 | 12.11 | 12.19 | 0.380000 | 11.97 | 6.41 | 18.79 | 17.7 | 81.56 | 6.40 | 0.0 |
| 7 | 181.0 | 164.02 | 175.8 | 117.50 | 11.75 | 12.14 | 0.368331 | 11.97 | 6.61 | 24.33 | 36.0 | 95.12 | 6.62 | 0.0 |
| 8 | 156.1 | 159.50 | 151.8 | 111.75 | 12.09 | 12.21 | 0.370126 | 11.97 | 6.61 | 26.07 | 16.6 | 101.57 | 6.61 | 0.0 |
| 9 | 159.4 | 162.99 | 128.3 | 107.68 | 11.88 | 12.35 | 0.366397 | 11.98 | 6.62 | 24.05 | 17.9 | 99.20 | 6.60 | 0.0 |
Last rows
| OP070_V_1_angle_value | OP090_SnapRingPeakForce_value | OP070_V_2_angle_value | OP120_Rodage_I_mesure_value | OP090_SnapRingFinalStroke_value | OP110_Vissage_M8_torque_value | OP100_Capuchon_insertion_mesure | OP120_Rodage_U_mesure_value | OP070_V_1_torque_value | OP090_StartLinePeakForce_value | OP110_Vissage_M8_angle_value | OP090_SnapRingMidPointForce_val | OP070_V_2_torque_value | Binar OP130_Resultat_Global_v | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 34505 | 152.3 | 158.26 | 154.4 | 112.14 | 12.04 | 12.20 | 0.410000 | 11.98 | 6.40 | 22.51 | 19.1 | 94.66 | 6.41 | 0.0 |
| 34506 | 137.2 | 146.88 | 144.5 | 113.92 | 12.12 | 12.23 | 0.380000 | 11.97 | 6.41 | 17.87 | 16.4 | 81.78 | 6.41 | 0.0 |
| 34507 | 150.8 | 146.48 | 187.0 | 121.72 | 12.03 | 12.33 | 0.410000 | 11.97 | 6.40 | 21.92 | 9.7 | 91.33 | 6.41 | 0.0 |
| 34508 | 147.5 | 162.80 | 148.8 | 114.81 | 12.08 | 12.15 | 0.360753 | 11.97 | 6.65 | 21.34 | 25.4 | 94.93 | 6.62 | 0.0 |
| 34509 | 163.2 | 157.12 | 154.9 | 114.74 | 11.91 | 12.25 | 0.369253 | 11.97 | 6.61 | 21.52 | 18.6 | 101.74 | 6.61 | 0.0 |
| 34510 | 158.2 | 168.40 | 180.6 | 110.65 | 11.88 | 12.23 | 0.366552 | 11.98 | 6.61 | 24.03 | 14.8 | 98.76 | 6.61 | 0.0 |
| 34511 | 139.4 | 146.24 | 154.5 | 108.14 | 12.04 | 12.27 | 0.410000 | 11.97 | 6.41 | 21.52 | 15.5 | 98.37 | 6.40 | 0.0 |
| 34512 | 165.5 | 157.34 | 149.8 | 112.77 | 12.09 | 12.17 | 0.362131 | 11.97 | 6.62 | 22.65 | 24.4 | 92.92 | 6.62 | 0.0 |
| 34513 | 152.4 | 165.07 | 140.0 | 111.19 | 12.06 | 12.34 | 0.365911 | 11.97 | 6.60 | 20.77 | 13.6 | 101.21 | 6.60 | 0.0 |
| 34514 | 197.8 | 150.37 | 190.3 | 113.81 | 11.84 | 12.23 | 0.380625 | 11.97 | 6.47 | 26.43 | 21.5 | 102.72 | 6.62 | 0.0 |